{"id":"W6984906086","doi":"","title":"Ruth McLaren","year":2016,"lang":"en","type":"article","venue":"Atlanta University Center Robert W. Woodruff Library (Atlanta University Center Robert W. Woodruff Library)","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Subject (documents); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002801332,0.0005431735,0.0001899076,0.0007815608,0.003199333,0.001731398,0.0005437002,0.001080318,0.06590509],"category_scores_gemma":[0.0007522058,0.0002493647,0.0001259565,0.0005912883,0.001184805,0.001774673,0.001135447,0.002171467,0.02614906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262455,"about_ca_system_score_gemma":0.001613778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04083355,"about_ca_topic_score_gemma":0.1239056,"domain_scores_codex":[0.9997262,0.00006128431,0.000005844085,0.00004499977,0.0001180891,0.00004353578],"domain_scores_gemma":[0.9998412,0.00003300967,0.00001677544,0.000009860099,0.00005032707,0.00004873979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008620252,0.000008005418,0.00008535555,0.00004509746,0.000001063983,0.0002286033,0.002262143,0.0000260052,0.0002298331,0.007551989,0.9588935,0.03065976],"study_design_scores_gemma":[5.637777e-7,0.000002328478,0.0001544005,0.00005331198,4.776481e-7,0.0001738526,0.0008250088,0.00000682364,0.00004682068,0.0003078311,0.9984261,0.000002558116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003359972,0.1139233,0.001351641,0.06483732,0.01042783,0.00003250055,0.0005443633,0.0002576583,0.8052654],"genre_scores_gemma":[0.03676179,0.03018485,0.0009466639,0.0112447,0.001302378,0.00003197161,0.0001379396,0.0002255454,0.9191642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06590509,"threshold_uncertainty_score":0.2204745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00516448031681786,"score_gpt":0.1430780502286639,"score_spread":0.1379135699118461,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}